11–16 Dec 2022
Australia/Adelaide timezone
Co-locating with the 7th International Workshop of Specialty Optical Fibres and Their Applications (WSOF), the Australian and New Zealand Conference on Optics and Photonics (ANZCOP), and the Conference on Optoelectronlc and Microelectronic Materials and Devices (COMMAD)

Radio Frequency Breakdown Analysis at CERN's High Gradient Test Stands: a Machine Learning approach

16 Dec 2022, 09:30
15m
Room E3 (Adelaide Convention Centre)

Room E3

Adelaide Convention Centre

Talk (preferred) AIP: Nuclear and Particle Physics AIP: Nuclear and Particle Physics

Speaker

Mr Paarangat Pushkarna (The University of Melbourne)

Description

Shortcomings of Machine Learning methods for Breakdown prediction in High Gradient, Radio Frequency linear accelerating cavities have been identified. We consider improvements upon existing techniques to improve understanding of Breakdown phenomena, in collaboration with CERN.

Primary author

Mr Paarangat Pushkarna (The University of Melbourne)

Co-authors

Matteo Volpi (The Melbourne University) Dr Rebecca Auchettl (The University of Melbourne)

Presentation materials